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The Application Of Data Mining In Power Dispatching Automation System

Posted on:2010-04-05Degree:MasterType:Thesis
Country:ChinaCandidate:Y LiFull Text:PDF
GTID:2132360305987861Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
Power Dispatching Automation System is an integrated system which provides power system information, analysis and decision, operation for production of operating personnel online. At present Data Analysis System is a weakness in Power Dispatching Automation System, large amounts of data has not been fully utilized. In this paper, we fully analyzed the theory of data mining and association rule mining algorithm. Improve the original mining algorithm of Cyclical Association with ant colony algorithm, based on the studying of the tradition of Temporal Association rules and Cyclical Association rules. Algorithm efficiency has been greatly improved. Based on the algorithm, develop a Data Analysis System. After the actual operation, we find that Data Analysis System provides a great help to operating personnel on development of maintenance plans, report development and accident alert, reduces the likelihood of the accident, fully analysises and uses of historical data.
Keywords/Search Tags:Data Mining, Power Dispatching Automation System, Temporal Association Rules, Cyclical Association Rules, Ant colony algorithm
PDF Full Text Request
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